← Authors

Toby P. Breckon

12 papers · 2018–2026 · 4 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (32) 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (8) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (58) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (12)

Conferences

CVPR (5) WACV (3) ECCV (2) ICCV (2)

Top co-authors

Hubert P. H. Shum (4) Chris G. Willcocks (3) Amir Atapour-Abarghouei (3) Sam Bond-Taylor (2) Jiaxu Liu (2) Yona Falinie A. Gaus (2) Zhengdi Yu (2) Mauricio Che (1) Furkan Tektas (1) Brian K. S. Isaac-Medina (1)

Keywords

semantic segmentation (4) 3d vision (2) monocular depth estimation (2) scene understanding (2) point cloud (2) image generation (1) multi-task learning (1) 3d reconstruction (1) style transfer (1) semi-supervised learning (1) uncertainty quantification (1) medical imaging (1) attention mechanism (1) knowledge distillation (1) depth estimation (1) feature extraction (1) autonomous driving (1) face recognition (1) domain adaptation (1) unsupervised learning (1)

Papers

KD360-VoxelBEV: LiDAR and 360-degree Camera Cross Modality Knowledge Distillation for Bird's-Eye-View Segmentation WACV 2026
FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection ICCV 2025
U3DS3: Unsupervised 3D Semantic Scene Segmentation WACV 2024
Less Is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation CVPR 2023
Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields CVPR 2023
ACR: Attention Collaboration-Based Regressor for Arbitrary Two-Hand Reconstruction CVPR 2023
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers ICCV 2023
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes ECCV 2022
Measuring Hidden Bias Within Face Recognition via Racial Phenotypes WACV 2022
Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach CVPR 2019
Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360Β° Panoramic Imagery ECCV 2018
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer CVPR 2018